IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i5p2237-d1605410.html
   My bibliography  Save this article

The Impact of Human Capital, Natural Resources, and Renewable Energy on Achieving Sustainable Cities and Communities in European Union Countries

Author

Listed:
  • Magdalena Radulescu

    (Department of Economics and Finance, National University of Science and Technology Politehnica Bucharest, Pitesti University Center, 110040 Pitești, Romania
    Institute of Doctoral and Post-Doctoral Studies, University Lucian Blaga of Sibiu, 550024 Sibiu, Romania
    UNEC Research Methods Application Center, Azerbaijan State University of Economics (UNEC), Baku 1001, Azerbaijan)

  • Mihaela Simionescu

    (Faculty of Business and Administration, University of Bucharest, 030167 Bucharest, Romania
    Institute for Economic Forecasting, Romanian Academy, 050711 Bucharest, Romania)

  • Mustafa Tevfik Kartal

    (Department of Finance and Banking, European University of Lefke, Lefke, Mersin 99010, Turkey
    GUST Center for Sustainable Development, Gulf University for Science and Technology, Hawally 32093, Kuwait)

  • Kamel Si Mohammed

    (Department of Management, Centre Européen de Recherche en Économie Financière et Gestion des Entreprises, University of Lorraine, F-57000 Metz, France
    Research Center in Applied Economics for Development (CREAD), Algeirs 16000, Algeria
    Department of Economics, University Ain Temouchent Belhadj Bouchaib, Ain Temouchent 46000, Algeria)

  • Daniel Balsalobre-Lorente

    (UNEC Research Methods Application Center, Azerbaijan State University of Economics (UNEC), Baku 1001, Azerbaijan
    Department of Applied Economics I, University Castilla-La Mancha, 13071 Ciudad Real, Spain
    Economic Research Center (WCERC), Western Caspian University, Baku 1001, Azerbaijan)

Abstract

This study investigates the influence of human capital and natural resource productivity on achieving sustainable cities and society (SDG-11) within the European Union (EU) while also considering the contribution of renewable energy (RE). This research analyzes data from the European Union between 2011 and 2020 by deploying the first-difference generalized method of moments (FM-GMM) model to distinguish between two different effects of the human capital variable—a low effect (negative influence) and a high effect (positive influence). The analysis has identified an optimal threshold value of 1.867 for the human capital index (HCI) score in the context of European Union countries. This threshold value represents a critical point at which the effect of human capital on achieving SDG-11, which aims to make cities and human settlements inclusive, safe, resilient, and sustainable, undergoes a significant shift. The impact of renewable energy consumption on SDG-11 exhibits a non-linear pattern. There is a negative relationship at lower levels of renewable energy adoption (below a certain threshold), with renewable energy negatively impacting SDG-11 progress at a 1% significance level. However, the relationship becomes significantly positive once renewable energy consumption surpasses this threshold. This non-linearity suggests that achieving mass renewable energy adoption is crucial to unlocking its full potential in promoting the sustainable urban development goals captured by SDG-11. The results also demonstrate a positive effect on natural resource productivity both before and after exceeding a specific threshold, although the magnitude of this effect varies. This robust evidence underscores the necessity for targeted policies in the European Union to enhance human capital, increase renewable energy adoption, and boost natural resource productivity, thereby securing sustainable funding mechanisms for SDG-11.

Suggested Citation

  • Magdalena Radulescu & Mihaela Simionescu & Mustafa Tevfik Kartal & Kamel Si Mohammed & Daniel Balsalobre-Lorente, 2025. "The Impact of Human Capital, Natural Resources, and Renewable Energy on Achieving Sustainable Cities and Communities in European Union Countries," Sustainability, MDPI, vol. 17(5), pages 1-22, March.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:5:p:2237-:d:1605410
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/5/2237/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/5/2237/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cho, Jin Seo & Kim, Tae-hwan & Shin, Yongcheol, 2015. "Quantile cointegration in the autoregressive distributed-lag modeling framework," Journal of Econometrics, Elsevier, vol. 188(1), pages 281-300.
    2. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    3. Gustafsson, Björn Anders & Österberg, Torun, 2023. "In and Out of Privileged and Disadvantaged Neighborhoods in Sweden – On the Importance of Country of Birth," IZA Discussion Papers 16044, Institute of Labor Economics (IZA).
    4. Si Mohammed, Kamel & Abddel-Jalil Sallam, Osama Azmi & Abdelkader, Salim Bourchid & Radulescu, Magdalena, 2024. "Dynamic effects of digital governance and government interventions on natural resources management: Fresh findings from Chinese provinces," Resources Policy, Elsevier, vol. 92(C).
    5. Muhammad Tariq Iqbal Khan & Sofia Anwar & Samuel Asumadu Sarkodie & Muhammad Rizwan Yaseen & Abdul Majeed Nadeem & Qamar Ali, 2023. "Natural disasters, resilience-building, and risk: achieving sustainable cities and human settlements," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(1), pages 611-640, August.
    6. Han, Guixin & Cai, Xuesen, 2024. "The linkages among natural resources, sustainable energy technologies and human capital: An evidence from N-11 countries," Resources Policy, Elsevier, vol. 90(C).
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Bartolomé Marco-Lajara & Javier Martínez-Falcó & Eduardo Sánchez-García & Luis A. Millan-Tudela, 2023. "Analyzing the Role of Renewable Energy in Meeting the Sustainable Development Goals: A Bibliometric Analysis," Energies, MDPI, vol. 16(7), pages 1-22, March.
    9. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    10. Xu, Ye & Wen, Shuang & Tao, Chang-Qi, 2023. "Impact of environmental tax on pollution control: A sustainable development perspective," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 89-106.
    11. Mohsen Aboulnaga & Fatma Ashour & Maryam Elsharkawy & Elena Lucchi & Sarah Gamal & Aya Elmarakby & Shahenda Haggagy & Noureen Karar & Nourhan H. Khashaba & Ahmed Abouaiana, 2025. "Urbanization and Drivers for Dual Capital City: Assessment of Urban Planning Principles and Indicators for a ‘15-Minute City’," Land, MDPI, vol. 14(2), pages 1-50, February.
    12. Enrico Ivaldi & Lara Penco & Gabriele Isola & Enrico Musso, 2020. "Smart Sustainable Cities and the Urban Knowledge-Based Economy: A NUTS3 Level Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 45-72, July.
    13. Xu, Si & Zhang, You & Chen, Lan & Leong, Lin Woon & Muda, Iskandar & Ali, Anis, 2023. "How Fintech and effective governance derive the greener energy transition: Evidence from panel-corrected standard errors approach," Energy Economics, Elsevier, vol. 125(C).
    14. Zhang, Hong & Nguyen, Hoang & Vu, Diep-Anh & Bui, Xuan-Nam & Pradhan, Biswajeet, 2021. "Forecasting monthly copper price: A comparative study of various machine learning-based methods," Resources Policy, Elsevier, vol. 73(C).
    15. Carla Pestana & Luísa Barros & Sabrina Scuri & Mary Barreto, 2021. "Can HCI Help Increase People’s Engagement in Sustainable Development? A Case Study on Energy Literacy," Sustainability, MDPI, vol. 13(14), pages 1-23, July.
    16. Myung Hwan Seo & Sueyoul Kim & Young-Joo Kim, 2019. "Estimation of dynamic panel threshold model using Stata," Stata Journal, StataCorp LLC, vol. 19(3), pages 685-697, September.
    17. Payab, Ahmad Haseeb & Kautish, Pradeep & Sharma, Rajesh & Siddiqui, Aaliyah & Mehta, Atul & Siddiqui, Mujahid, 2023. "Does human capital complement sustainable development goals? Evidence from leading carbon emitter countries," Utilities Policy, Elsevier, vol. 81(C).
    18. Yong, Yanlan & Ahmed, Zahoor & Wang, Shaohui & Rjoub, Husam & Bilan, Yuriy, 2024. "Minerals, natural resources, government instability, and growing ecological challenges: Can we achieve SDGs 12 and 13?," Resources Policy, Elsevier, vol. 88(C).
    19. Zsuzsanna Tomor & Albert Meijer & Ank Michels & Stan Geertman, 2019. "Smart Governance For Sustainable Cities: Findings from a Systematic Literature Review," Journal of Urban Technology, Taylor & Francis Journals, vol. 26(4), pages 3-27, October.
    20. Kummitha, Rama Krishna Reddy & Crutzen, Nathalie, 2019. "Smart cities and the citizen-driven internet of things: A qualitative inquiry into an emerging smart city," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 44-53.
    21. Panarello, Demetrio & Gatto, Andrea, 2023. "Decarbonising Europe – EU citizens’ perception of renewable energy transition amidst the European Green Deal," Energy Policy, Elsevier, vol. 172(C).
    22. George H. Ionescu & Daniela Firoiu & Andra-Maria Manda & Ramona Pîrvu & Elena Jianu & Maria-Eliza Antoniu, 2024. "Progress towards the 2030 Sustainable Development Goals for EU Urban Communities (SDG11)," Sustainability, MDPI, vol. 16(11), pages 1-21, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aydin, Mucahit & Erdem, Azad, 2024. "Analyzing the impact of resource productivity, energy productivity, and renewable energy consumption on environmental quality in EU countries: The moderating role of productivity," Resources Policy, Elsevier, vol. 89(C).
    2. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    3. Mustafa Gomleksiz, 2023. "International Knowledge Spillovers and Economic Growth: New Evidence from High-Tech Imports and R&D Cooperation," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 73(73-1), pages 281-305, June.
    4. Hussein Moghaddam & Robert M. Kunst, 2023. "The Role of Natural Gas in Mitigating Greenhouse Gas Emissions: The Environmental Kuznets Curve Hypothesis for Major Gas-Producing Countries," Sustainability, MDPI, vol. 15(5), pages 1-20, February.
    5. Saqib, Najia & Ozturk, Ilhan & Sharif, Arshian & Cichoń, Dariusz, 2024. "Enhancing sustainable energy: Mineral exports, financial development, and foreign investment can build a greener future?," Resources Policy, Elsevier, vol. 97(C).
    6. Mehmet Akif DESTEK, 2018. "Dimensions of globalization and income inequality in transition economies: taking into account cross-sectional dependence," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 9, pages 5-25, December.
    7. Muhammad Sadiq & Syed Tauseef Hassan & Irfan Khan & Mohammad Mafizur Rahman, 2024. "Policy uncertainty, renewable energy, corruption and CO2 emissions nexus in BRICS-1 countries: a panel CS-ARDL approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21595-21621, August.
    8. Yilmaz Bayar & Mehmet Hilmi Ozkaya & Laura Herta & Marius Dan Gavriletea, 2021. "Financial Development, Financial Inclusion and Primary Energy Use: Evidence from the European Union Transition Economies," Energies, MDPI, vol. 14(12), pages 1-14, June.
    9. Aladejare, Samson Adeniyi, 2023. "Economic prosperity, asymmetric natural resource income, and ecological demands in resource-reliant economies," Resources Policy, Elsevier, vol. 82(C).
    10. Jin, Taeyoung, 2022. "Impact of heat and electricity consumption on energy intensity: A panel data analysis," Energy, Elsevier, vol. 239(PA).
    11. Güney, Taner, 2022. "Solar energy, governance and CO2 emissions," Renewable Energy, Elsevier, vol. 184(C), pages 791-798.
    12. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    13. Gamze Kargin-Akkoc & Dilek Durusu-Ciftci, 2024. "The Interrelationship Between Corruption, Economic Growth, and Trade: Do They Grease or Sand Each Other’s Wheels?," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(4), pages 977-999, December.
    14. Muhammed BENLI, 2020. "The effect of external debt on long run economic growth in developing economies: Evidence from heterogeneous panel data models with cross sectional dependency," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(3(624), A), pages 127-138, Autumn.
    15. Dong, Ziguang & Zhou, Zheng & Ananzeh, Mohammed & Hoang, Khai Nguyen & Shamansurova, Zilola & Luong, Tuan Anh, 2024. "Exploring the asymmetric association between fintech, clean energy, climate policy, natural resource conservations and environmental quality. A post-COVID perspective from Asian countries," Resources Policy, Elsevier, vol. 88(C).
    16. Chung, Changwoo & Kim, Jinsoo, 2024. "Greenflation, a myth or fact? Empirical evidence from 26 OECD countries," Energy Economics, Elsevier, vol. 139(C).
    17. Yuan, Shengjun & Musibau, Hammed Oluwaseyi & Genç, Sema Yılmaz & Shaheen, Riffat & Ameen, Anam & Tan, Zhixiong, 2021. "Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    18. Emin Efecan Aktas, 2022. "Long-run effects of human development and public governance on economic welfare: New evidence from transition economies," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 40(1), pages 147-175.
    19. Tiwari, Sunil & Mentel, Grzegorz & Si Mohammed, Kamel & Rehman, Mohd Ziaur & Lewandowska, Anna, 2024. "Unveiling the role of natural resources, energy transition and environmental policy stringency for sustainable environmental development: Evidence from BRIC +1," Resources Policy, Elsevier, vol. 96(C).
    20. Huang, Lingyun & Zou, Yanjun, 2020. "How to promote energy transition in China: From the perspectives of interregional relocation and environmental regulation," Energy Economics, Elsevier, vol. 92(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:5:p:2237-:d:1605410. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.